MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64351
rahulgh033
MCP server for querying employee data via tools like get_employees and get_empl…
64352
none-stack-developer
ffmpeg-mcp Claim
An MCP server that exposes FFmpeg as structured tools for AI-agent-driven video…
N/A N/A
64353
andrewmalov
mcp-imap Claim
Enables AI agents to interact with email accounts via IMAP and SMTP, supporting…
N/A N/A
64354
gkcogz
1trippulse Claim
1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
N/A N/A 95
64355
BUZDOLAPCI
MCP server that provides structured briefs for public GitHub repositories, incl…
64356
rrs1979
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
81
64357
cyberimaginationsi-gif
cyber-si-mcp Claim
N/A N/A 95
64358
JimFlannery
Provides AI assistants with access to real-time space weather data and forecast…
N/A N/A
64359
elliot-evno
DDG MCP3 Claim
A basic MCP server with example tools including message echoing and server info…
N/A N/A 95
64360
DevquasarX9
A Model Context Protocol server for GitLab that provides AI agents structured a…
64361
sajitsasi
MCP server that provides tools and resources to interact with Elasticsearch clu…
64362
ismailsaleekh
Mobbin Agent Claim
MCP server that gives AI agents browser-based access to Mobbin for design resea…
N/A N/A
64363 N/A N/A 95
64364
ma-pony
Provides browser automation capabilities for LLM applications, enabling web pag…
N/A N/A
64365
junter1989k-ai
Korea payments for AI agents — card, KakaoPay/NaverPay, 가상계좌 via Toss Payments.…
64366
markus
Convo Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
81
64367
raghavenderhariharan
Enables Claude Code to understand, debug, edit, and build Infor RPA Studio 2026…
N/A N/A
64368
notgate
dnSpy-MCP Claim
A Model Context Protocol server for static .NET assembly analysis, offering dec…
N/A N/A
64369 N/A N/A 95
64370
Haipothetical
Exposes Grey Swan Signals market stress intelligence as callable tools for AI a…
N/A N/A
64371
ceski23
openapi-mcp Claim
MCP server for loading and exploring OpenAPI/Swagger specifications, enabling A…
64372
VoidChecksum
Coursera MCP Claim
Enables AI agents to programmatically interact with Coursera, including enrolli…
N/A N/A
64373
cyanheads
Search and query 1,500+ OECD statistical datasets via SDMX. Keyless.
N/A N/A
64374
evrenonur
MCP server for managing AIProject tasks and projects, providing CRUD operations…
64375
tillo
Enables AI agents to protect, unprotect, and search sensitive data using Kustod…
64376
lucassampsouza
fruits-mcp Claim
Enables management of Product Fruits knowledge base articles, categories, and i…
N/A N/A
64377
vaibhavpandeyvpz
jiraxmcp Claim
An MCP server for interacting with Jira Cloud, providing tools for issues, sear…
64378
dhanavel10
Enables AI agents to read and modify Mendix application models through MCP tool…
64379
Scottcjn
grazer-mcp Claim
Multi-platform content discovery for AI agents over MCP — graze worthy content …
64380
marcelofiorito
Exposes SAP SuccessFactors HR data as MCP tools for AI agents, enabling natural…
64381
asyncDefi
A Python MCP server for indexing projects using embeddings, providing semantic …
N/A N/A
64382
sjcripps
BizIntel Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
81
64383
ORDIS-Co-Ltd
Extracts text and images from PDFs and image files using the Mistral OCR API, w…
N/A N/A
64384
StenSeegel
mcp-blanko Claim
A TypeScript template for building MCP servers with placeholder tools and dual …
64385
hkbu-kennycheng
Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g…
N/A N/A
64386
13shivam
FaceTron is a high-performance face embedding server with ONNX Runtime, dynamic…
64387
OpenArx-AI
OpenArx Claim
Open scientific and engineering knowledge for AI agents: search, evidence, docu…
64388
az-coder-123
An MCP server that connects AI assistants to Microsoft SQL Server databases, en…
64389
kbdiamondes
A secure, constraint-based macOS OS-level automation MCP server for AI assistan…
N/A N/A
64390
jiangxtx
yinxiang-mcp Claim
MCP server for Evernote China (印象笔记), enabling Claude to list notebooks and not…
64391
aws-samples
A comprehensive toolkit for deploying production-ready Generative AI infrastruc…
N/A N/A 95
64392
GRU-953
dev953 Claim
dev953 method companion: exposes its multi-agent coding method as callable MCP …
N/A N/A
64393
bch1212
injectshield Claim
Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.
N/A N/A
64394 N/A N/A 95
64395
Sdunga1
Enables interaction with Siemens Polarion requirements management system throug…
81
64396
Dmitrii-ive
A read-only MCP server that lets AI agents read personal Telegram chats from an…
N/A N/A
64397
nbiish
Multi-agent local browser automation MCP server with per-agent WebSocket paths,…
N/A N/A
64398
aionathenea-eng
Do Not Act Claim
Fail-closed guard clause for prediction-market agents before trade().
64399
agentcentral-to
Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
64400
SeoulVentures
Enables publishing of medical content (articles, procedures, clinics) to a Kore…
Showing 64351–64400 of 67291 servers